90 citations · 95 across the 2 of their papers we have counts for
2 papers
cs.IT2016★ 90 cited
Recursive Recovery of Sparse Signal Sequences from Compressive Measurements: A Review
Namrata Vaswani, Jinchun Zhan
In this article, we review the literature on design and analysis of recursive algorithms for reconstructing a time sequence of sparse signals from compressive measurements. The sig…
cs.IT2016★ 5 cited
Online (and Offline) Robust PCA: Novel Algorithms and Performance Guarantees
Jinchun Zhan, Brian Lois, Namrata Vaswani
In this work, we study the online robust principal components' analysis (RPCA) problem. In recent work, RPCA has been defined as a problem of separating a low-rank matrix (true dat…